Application of ”ART SIMULATOR” for Manufacturing Similarity Identification in Group Technology Design - Chapter 10
Апстракт
This chapter 10 carried out the exceptional implementation of ART-1 neural network in the analysis of the manufacturing similarity of the cylindrical parts within the group technology design. Established concept of the group technology design begins from the complex part of the group or the group representative. Group representative has all the geometrical elements of the parts in group, and manufacturing procedure may be applied to the machining of any part in the group. The complex part may be realistic or a hypothetical one. The ART-1 artificial neural network provided manufacturing classification according to the geometrical similarities of work-pieces for the group of cylindrical parts. For the manufacturing similarity identification within the group technology design, software package "ART Simulator" is developed and presented in this chapter.
Кључне речи:
intelligent manufacturing systems / Group technology design / ART-1 artificial neural network / ART-1 Simulator / Manufacturing similarity of the cylindrical parts / The geometrical similarities of work-pieces / Group representative / Vigilance parameterИзвор:
The scientific monograph book „Intelligent Production Systems Way to Competitiveness and Innovative Engineering“, Edited by Valentina Gečevska, and Franci Čuš, 2009, 119-131Издавач:
- Sts. Cyril and Methodius University – Faculty of Mechanical Engineering-Skopje, Macedonia, & University of Maribor – Faculty of Mechanical Engineering, Slovenia
Финансирање / пројекти:
Колекције
Институција/група
Mašinski fakultetTY - CHAP AU - Miljković, Zoran AU - Babić, Bojan PY - 2009 UR - https://machinery.mas.bg.ac.rs/handle/123456789/4466 AB - This chapter 10 carried out the exceptional implementation of ART-1 neural network in the analysis of the manufacturing similarity of the cylindrical parts within the group technology design. Established concept of the group technology design begins from the complex part of the group or the group representative. Group representative has all the geometrical elements of the parts in group, and manufacturing procedure may be applied to the machining of any part in the group. The complex part may be realistic or a hypothetical one. The ART-1 artificial neural network provided manufacturing classification according to the geometrical similarities of work-pieces for the group of cylindrical parts. For the manufacturing similarity identification within the group technology design, software package "ART Simulator" is developed and presented in this chapter. PB - Sts. Cyril and Methodius University – Faculty of Mechanical Engineering-Skopje, Macedonia, & University of Maribor – Faculty of Mechanical Engineering, Slovenia T2 - The scientific monograph book „Intelligent Production Systems Way to Competitiveness and Innovative Engineering“, Edited by Valentina Gečevska, and Franci Čuš T1 - Application of ”ART SIMULATOR” for Manufacturing Similarity Identification in Group Technology Design - Chapter 10 EP - 131 SP - 119 UR - https://hdl.handle.net/21.15107/rcub_machinery_4466 ER -
@inbook{ author = "Miljković, Zoran and Babić, Bojan", year = "2009", abstract = "This chapter 10 carried out the exceptional implementation of ART-1 neural network in the analysis of the manufacturing similarity of the cylindrical parts within the group technology design. Established concept of the group technology design begins from the complex part of the group or the group representative. Group representative has all the geometrical elements of the parts in group, and manufacturing procedure may be applied to the machining of any part in the group. The complex part may be realistic or a hypothetical one. The ART-1 artificial neural network provided manufacturing classification according to the geometrical similarities of work-pieces for the group of cylindrical parts. For the manufacturing similarity identification within the group technology design, software package "ART Simulator" is developed and presented in this chapter.", publisher = "Sts. Cyril and Methodius University – Faculty of Mechanical Engineering-Skopje, Macedonia, & University of Maribor – Faculty of Mechanical Engineering, Slovenia", journal = "The scientific monograph book „Intelligent Production Systems Way to Competitiveness and Innovative Engineering“, Edited by Valentina Gečevska, and Franci Čuš", booktitle = "Application of ”ART SIMULATOR” for Manufacturing Similarity Identification in Group Technology Design - Chapter 10", pages = "131-119", url = "https://hdl.handle.net/21.15107/rcub_machinery_4466" }
Miljković, Z.,& Babić, B.. (2009). Application of ”ART SIMULATOR” for Manufacturing Similarity Identification in Group Technology Design - Chapter 10. in The scientific monograph book „Intelligent Production Systems Way to Competitiveness and Innovative Engineering“, Edited by Valentina Gečevska, and Franci Čuš Sts. Cyril and Methodius University – Faculty of Mechanical Engineering-Skopje, Macedonia, & University of Maribor – Faculty of Mechanical Engineering, Slovenia., 119-131. https://hdl.handle.net/21.15107/rcub_machinery_4466
Miljković Z, Babić B. Application of ”ART SIMULATOR” for Manufacturing Similarity Identification in Group Technology Design - Chapter 10. in The scientific monograph book „Intelligent Production Systems Way to Competitiveness and Innovative Engineering“, Edited by Valentina Gečevska, and Franci Čuš. 2009;:119-131. https://hdl.handle.net/21.15107/rcub_machinery_4466 .
Miljković, Zoran, Babić, Bojan, "Application of ”ART SIMULATOR” for Manufacturing Similarity Identification in Group Technology Design - Chapter 10" in The scientific monograph book „Intelligent Production Systems Way to Competitiveness and Innovative Engineering“, Edited by Valentina Gečevska, and Franci Čuš (2009):119-131, https://hdl.handle.net/21.15107/rcub_machinery_4466 .